Papers
Sun 11 Jul 2021
68 papers
- Generating stable molecules using imitation and reinforcement learningOffline RL and imitation learning from data → Imitation learning methods
- BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous DrivingEnd-to-end autonomous driving → VLMs for autonomous driving
- Contrast R-CNN for Continual Learning in Object Detection
- Internet-of-Things Devices and Assistive Technologies for Healthcare: Applications, Challenges, and Opportunities
- The Role of Social Movements, Coalitions, and Workers in Resisting Harmful Artificial Intelligence and Contributing to the Development of Responsible AI
- Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks
- Hybrid Ant Swarm-Based Data Clustering
- Many-to-Many Voice Conversion based Feature Disentanglement using Variational Autoencoder
- DiCOVA-Net: Diagnosing COVID-19 using Acoustics based on Deep Residual Network for the DiCOVA Challenge 2021
- Functional Magnetic Resonance Imaging data augmentation through conditional ICA
- Pattern Discovery and Validation Using Scientific Research Methods
- Document Embedding for Scientific Articles: Efficacy of Word Embeddings vs TFIDF
- CFTrack: Center-based Radar and Camera Fusion for 3D Multi-Object Tracking
- Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning
- Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction
- Dual Training of Energy-Based Models with Overparametrized Shallow Neural Networks
- Computer-assisted construct classification of organizational performance concerning different stakeholder groups
- LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
- Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning
- Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation
- Interpretable Deep Feature Propagation for Early Action Recognition
- eGHWT: The Extended Generalized Haar-Walsh Transform
- Details Preserving Deep Collaborative Filtering-Based Method for Image Denoising
- Spectro-Temporal RF Identification using Deep Learning
- LiveView: Dynamic Target-Centered MPI for View Synthesis
- Repo2Vec: A Comprehensive Embedding Approach for Determining Repository Similarity
- Machine Learning Challenges and Opportunities in the African Agricultural Sector -- A General Perspective
- BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis
- SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network
- Fairer Software Made Easier (using "Keys")
- Remote Blood Oxygen Estimation From Videos Using Neural Networks
- Effect of Input Size on the Classification of Lung Nodules Using Convolutional Neural Networks
- Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration
- A Cloud-Edge-Terminal Collaborative System for Temperature Measurement in COVID-19 Prevention
- SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs
- Locality Relationship Constrained Multi-view Clustering Framework
- Machine Learning based CVD Virtual Metrology in Mass Produced Semiconductor Process
- Neural Waveshaping Synthesis
- One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images
- Positive-Unlabeled Classification under Class-Prior Shift: A Prior-invariant Approach Based on Density Ratio Estimation
- A Projector-Camera System Using Hybrid Pixels with Projection and Capturing Capabilities
- Learning from Crowds with Sparse and Imbalanced Annotations
- Multilingual and crosslingual speech recognition using phonological-vector based phone embeddings
- BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading
- Blending Pruning Criteria for Convolutional Neural Networks
- Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training
- Similarity Guided Deep Face Image Retrieval
- NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection
- Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent
- Towards Accurate Localization by Instance Search
- Improving Low-resource Reading Comprehension via Cross-lingual Transposition Rethinking
- Improving Efficiency and Accuracy of Causal Discovery Using a Hierarchical Wrapper
- QoS Prediction for 5G Connected and Automated Driving
- Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving
- Coordinate-wise Control Variates for Deep Policy Gradients
- Leveraging Domain Adaptation for Low-Resource Geospatial Machine Learning
- Out-of-Distribution Dynamics Detection: RL-Relevant Benchmarks and Results
- STR-GODEs: Spatial-Temporal-Ridership Graph ODEs for Metro Ridership Prediction
- Non-linear Visual Knowledge Discovery with Elliptic Paired Coordinates
- A Deep-Bayesian Framework for Adaptive Speech Duration Modification
- Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning
- ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data
- Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision
- Deep Geometric Distillation Network for Compressive Sensing MRI
- Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network
- Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation
- A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation
- Aligning Correlation Information for Domain Adaptation in Action Recognition